Quantification of Predictive Uncertainty via Inference-Time Sampling

Katarína Tóthová, Lubor Ladicky, Daniel Thul, Marc Pollefeys, Ender Konukoglu. Quantification of Predictive Uncertainty via Inference-Time Sampling. In Carole H. Sudre, Christian F. Baumgartner, Adrian V. Dalca, Chen Qin, Ryutaro Tanno, Koen Van Leemput, William M. Wells III, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Volume 13563 of Lecture Notes in Computer Science, pages 14-25, Springer, 2022. [doi]

Abstract

Abstract is missing.